Geometrical Enhancements Based on Data-Driven Design Decisions
eBook - ePub

Geometrical Enhancements Based on Data-Driven Design Decisions

  1. 232 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Geometrical Enhancements Based on Data-Driven Design Decisions

About this book

The text presents various design and modelling solutions for effective decision-making that are grounded on the basics of data analytics. It further discusses important topics such as sustainable design and data-driven design synthesis, product analytics and its role in sustainable development, and descriptive models for the geometrical evaluation of product features.

This book:

  • Familiarize the readers with the numerous decision protocols that can be utilized for deducing geometrical qualities using data-driven design analysis
  • Offers a more comprehensive approach to multidisciplinary engineering applications using data-driven modelling and analysis
  • Discusses multi-objective optimization for product design and development through data-driven decision-making
  • Explains information processing and analysis through data visualization and data mining
  • Covers artificial intelligence and machine learning-based decision models and their effective utilization across interdisciplinary applications

It is primarily written for senior undergraduate, graduate students, and academic researchers in fields including industrial engineering, production engineering, manufacturing engineering, mechanical engineering, and aerospace engineering.

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Yes, you can access Geometrical Enhancements Based on Data-Driven Design Decisions by Sourabh Mandol,Mohit Hemanth Kumar,Akarsh Verma,V. K. Singh in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Industrial Engineering. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover Page
  2. Half Title page
  3. Title Page
  4. Copyright Page
  5. Contents
  6. About the Editors
  7. Contributors
  8. Chapter 1 Introduction to open visualization tool (OVITO)
  9. Chapter 2 Information processing and analysis through data visualization and data mining
  10. Chapter 3 Leveraging data-driven design for consumer-centric robust product development
  11. Chapter 4 AI and ML-based decision models and their effective utilisation across interdisciplinary applications
  12. Chapter 5 Data-driven analysis and prediction of weld bead geometry in A-TIG welding
  13. Chapter 6 DFMA integration for leaner and faster LED bulb manufacturing
  14. Chapter 7 Investigation of fault diagnosis for motor using pattern recognition method
  15. Chapter 8 Application of image processing in agriculture
  16. Chapter 9 What happens when people join online brand communities and talk to each other: A netnographic perspective
  17. Chapter 10 Data-driven decision-making approach on healthcare services: A post-pandemic Indian perspective
  18. Chapter 11 Anthropogenic climate change and the escalating vulnerability of coastal communities
  19. Index